Task gallery / Software engineering / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
taxonomy: Evaluating; QA: QA-J READY: oracle root + agent uid1001 1 (22/22); nop
Aggregate eligibility
Eligible version

The task

Some searches in this Qdrant build return the wrong results Teams using this build of Qdrant have started filing reports: certain queries come back with results that are simply wrong. There is no panic and no error, the request succeeds and the payload it returns is incorrect. The workspace compiles cleanly and cargo test is green, which is exactly how this reached them unnoticed. The reports do have one thing in co…

Excerpt only; not a complete executable task specification. Task ID task_2547b6a32e6145ce · version 1. Selection status: not fully recorded.

Results by model and effort

This exact task version only. Every rate is passes / valid runs with a Wilson 95% interval; n≤2 remains counts only. Macro aggregation does not apply within a single task. Baselines are summarized in the quality gates, not ranked. A passed no-op resistance check means that doing nothing did not solve the task.

Current evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes
Claude Opus 5 · default (unverified)4/7 · 57.1% [25.0%, 84.2%]5 / 73
GOOD_FAILURE: 2
BAD_FAILURE: 1
GOOD_SUCCESS: 2
BAD_SUCCESS: 0

Legacy evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes

Difficulty, with uncertainty

Selected-best difficulty: 42.9% [15.8%, 75.0%]. This is one minus the best measured current-row pass rate among rows with at least five valid runs.

The maximum is selected from the observed rows, so the estimate is optimistic. Its Wilson interval is not adjusted for model selection. “Hard” requires qualifying GOOD_FAILURE evidence; the threshold flag additionally requires the interval and recorded quality gates to meet the documented rule. This is not independent validation. Threshold flag: no.

Every recorded run

12 recorded trials, including controls. Diagnostic labels do not replace verifier reward. Labels and quality checks are source declarations, not independently attested here. Internal evidence remains private; a missing public URL is shown explicitly. Records with invalid or absent rewards are not scored.

Run / modelDate / sourceReward / eligibilityDiagnostic class / sourceResourcesEvidence
trial_3af7edf5864240f7
nop@@
Oct 13, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_4412783f52f84094
oracle@@
Oct 13, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: —
Turns: —
Cost: —
Not publicly available
trial_2e68c6fe03174cf6
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 101,732
Turns: 83
Cost: $10.4108
Not publicly available
trial_4317945c94e74819
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 116,332
Turns: 102
Cost: $12.0470
Not publicly available
trial_8e18ea1a03c0424f
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
1 · validNo diagnostic label
derived
Tokens: 143,938
Turns: 118
Cost: $15.2942
Not publicly available
trial_14b0d8e366654d83
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
1 · validNo diagnostic label
derived
Tokens: 122,240
Turns: 72
Cost: $10.0955
Not publicly available
trial_3e383a8bcc1e47cd
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
1 · validGOOD_SUCCESS
frozen-classifier
Tokens: 90,326
Turns: 59
Cost: $7.4279
Not publicly available
trial_4fad109e72f34556
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · validGOOD_FAILURE
frozen-classifier
Tokens: 134,257
Turns: 90
Cost: $13.3750
Not publicly available
trial_79b15c3ab3394283
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · validBAD_FAILURE
frozen-classifier
Tokens: 135,133
Turns: 105
Cost: $13.6908
Not publicly available
trial_87be943594d3481f
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · excludedharness_errorHARNESS_ERROR
independent-review
Tokens: 0
Turns: 1
Cost: $0.0000
Not publicly available
trial_a72f0bcf1cba41cc
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · excludedharness_errorHARNESS_ERROR
independent-review
Tokens: 0
Turns: 1
Cost: $0.0000
Not publicly available
trial_d4169f59548e4906
Claude Opus 5 · default (unverified)
Oct 14, 2026
console
0 · excludedharness_errorHARNESS_ERROR
independent-review
Tokens: 0
Turns: 1
Cost: $0.0000
Not publicly available